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Latest Thesis Topics for Fog computing

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Page 1: Latest Thesis Topics for Fog computing
Page 2: Latest Thesis Topics for Fog computing

Improvement In Throughput For Power

Line Communication (PLC) For Smart

Meters Using Fog Computing Based Data

Aggregation Approach

In this topic, a framework for distributed data aggregation

approach with the help of fog computing architecture can be

proposed. With this approach the amount of data sent to the

centralized storage space will be limited and, therefore, the

capacity of PLC will be virtually improved without

compromising the functionality.

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Page 3: Latest Thesis Topics for Fog computing

Fog Computing-based Face Identification

And Resolution Scheme In Internet Of

Things

The requirements for computation, communication and

storage capability are becoming higher and higher. To

solve this problem, a fog computing-based face

identification and resolution scheme can be proposed.

Face identifier will be firstly generated by identification

system model to identify an individual.

Page 4: Latest Thesis Topics for Fog computing

Dynamic Urban Surveillance Video Stream

Processing Using Fog Computing

Here, taking urban traffic surveillance as a case study,

a dynamic video stream processing scheme can be

proposed to meet the requirements of real-time

information processing and decision making.

Page 5: Latest Thesis Topics for Fog computing

Smart Human Security Framework Using

Internet Of Things, Cloud And Fog

Computing

In this topic, a security framework incorporating pervasive

and wearable computing, IOT, cloud and fog computing

can be provided to safeguard individuals and preclude any

mishap.

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Page 6: Latest Thesis Topics for Fog computing

A Fog Computing Solution For Advanced

Metering Infrastructure

An implantable data storage-and-processing solution

for improving the existing smart meter infrastructure

can be proposed. The practicality of this solution will

be validated on a proof-of-concept test bed.

Page 7: Latest Thesis Topics for Fog computing

Fog Computing In Multi-tier Data Center

Networks: A Hierarchical Game

Approach

The network architecture with 3-layer model can be

modeled, where the FNs will be in the upper layer,

MDCOs in the middle layer, the DSSs in the bottom

layer. Based on the model, a hierarchical game can be

proposed.

Page 8: Latest Thesis Topics for Fog computing

User access mode selection in fog computing

based radio access networks

In this topic, the coverage probability and ergodic rate for

both F-AP users and device-to-device users can be

derived by taking into account the different nodes

locations, cache sizes as well as user access modes.

Particularly, the stochastic geometry tool will be used to

derive expressions

Page 9: Latest Thesis Topics for Fog computing

Health Fog: A Novel Framework For

Health And Wellness Applications

A framework of Health Fog can be proposed where

Fog computing will be used as an intermediary layer

between the cloud and end users. The design feature of

Health Fog will reduces the extra communication cost

Page 10: Latest Thesis Topics for Fog computing

Fog Computing Dynamic Load Balancing

Mechanism Based On Graph Repartitioning

This topic will research on the framework of the fog

computing, and adopts Cloud Atomization Technology to

turn physical nodes in different levels into virtual machine

nodes. On this basis, this topic will use the graph partitioning

theory to build the fog computing load balancing algorithm

based on dynamic graph partitioning.

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Page 11: Latest Thesis Topics for Fog computing

Enhancement In Fog Detection And Free-

space Segmentation For Car Navigation

Here, a solution can be proposed thanks to a contrast

restoration approach on images grabbed by an in-vehicle

camera.

Page 12: Latest Thesis Topics for Fog computing

A Gateway Based Fog Computing

Architecture For Wireless Sensors And

Actuator Networks

In this topic, a gateway based fog computing architecture for

WSANs can be presented. This architecture will consist of

master nodes and slave nodes, and will manage virtual

gateway functions, flows, and resources.

Page 13: Latest Thesis Topics for Fog computing

A New Fog Removing Method Based On

The Degradation Model

A kind of algorithm can be introduced which will estimate

scene optical depth from several drop quality images based on

degradation model, and then the method will be applied to

drop quality image fog removing.

Page 14: Latest Thesis Topics for Fog computing

Steiner Tree Based Optimal Resource

Caching Scheme In Fog Computing

In this topic, a Steiner tree based caching scheme can be

proposed, in which the Fog servers, when caching resources,

will first produce a Steiner tree to minimize the total path

weight (or cost) such that the cost of resource caching using

this tree could be minimized.

Page 15: Latest Thesis Topics for Fog computing

A Radiative-Conductive Model For The

Prediction Of Radiation Fog

A conductive-radiative model can be used to predict the

formation and growth of radiation fog. This will be

accomplished by solving numerically the heat and mass

transport equations in conjunction with an approximate form

of the radiative transfer equation.

Page 16: Latest Thesis Topics for Fog computing

A Novel Mechanism Of Detection Of Denial

Of Service Attack (Dos) In VANET Using

Malicious And Irrelevant Packet Detection

Algorithm (MIPDA)

An Malicious and Irrelevant Packet Detection Algorithm

(MIPDA) can be proposed which will be used to analyze and

detect the Denial-of Service (DOS) attack.

Page 17: Latest Thesis Topics for Fog computing

Research on a Defogging Method of Fog-

Degrade Image Based on Depth Region

Segmentation

According to the effect of fog from images, a new defogging

method for image based on depth region segmentation can be

proposed in this topic. This method will reasonably apply the

fuzzy cluster analysis thinking, Construct the edge

characteristic vector based on multi resolution wavelet.

Page 18: Latest Thesis Topics for Fog computing

In this topic, an identity-based authentication scheme for

heterogeneous IOT can be proposed. The correctness of this

scheme will tested with the AVISPA tool .

Identity-based Authentication Scheme For

The Internet Of Things

Page 19: Latest Thesis Topics for Fog computing

Zone-code Based Optimal Connecting

Layer Scheme In Fog MMV

A novel topology scheme can be introduced in this topic for fog

computing, which will depend on Content-Addressable

Networks (CAN) and zone-code routing. The objective to our

approach is mapping servers in connecting layer in d-D space on

a 1-D space.

Page 20: Latest Thesis Topics for Fog computing

A Contrast Enhancement Method For Fog-

degraded Images

A fog-degraded image enhancement method can be

presented based on a human visual system (HVS). The

algorithm will utilize the HVS to segment a single fog-

degraded image into the Devries-Rose region, Weber

region, low-contrast, and saturation region with three

sub images.

Page 21: Latest Thesis Topics for Fog computing

Improving Web Sites Performance Using

Edge Servers In Fog Computing

Architecture

In this topic, web optimization within Fog Computing context

can be considered. The existing methods for web optimization

can be applied in a novel manner, such that these methods can

be combined with unique.

Page 22: Latest Thesis Topics for Fog computing

Efficient Fog Removal From Video

Here, a framework of real-time video processing for fog

removal using uncaliberated single camera system can be

proposed. Intelligent use of temporal redundancy present in

video frames paves the way for real-time implementation.

Page 23: Latest Thesis Topics for Fog computing

A Proximal Algorithm For Joint Resource

Allocation And Minimizing Carbon Footprint

In Geo-distributed Fog Computing

To solve the large scale optimization, a distributed

algorithm can be developed based on the proximal

algorithm and alternating direction method of

multipliers (ADMM).

Page 24: Latest Thesis Topics for Fog computing

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